Turn a research idea into a draft paper workflow with AutoResearchClaw
Use AutoResearchClaw when an agent should turn a raw research topic into literature review, experiment planning, draft writing, and verification artifacts instead of improvising an end-to-end paper workflow by hand.
npx skills add agentskillexchange/skills --skill turn-a-research-idea-into-a-draft-paper-workflow-with-autoresearchclaw
AutoResearchClaw is publishable because the upstream project exposes a named, end-to-end research workflow with a clear operator outcome: start from a topic, gather literature, design and run experiments, draft the paper, and produce verification artifacts and review outputs. The repo is explicit that this is a multi-stage idea-to-paper pipeline rather than a generic lab toolkit.
What this skill actually does
Invoke it instead of using the underlying models, search sources, or coding agents normally when the real need is a coordinated research-production pipeline. A user should reach for this when they want one agentic run to manage literature retrieval, experiment execution, citation checks, drafting, and human checkpoints, rather than manually stitching together OpenAlex, Semantic Scholar, arXiv, sandboxed code runs, and document writing.
The scope boundary is strong enough to keep it skill-shaped: this is not a plain model, SDK, or research portal listing. The bounded job is converting a research idea into a reviewable draft-paper workflow with evidence and checkpoints. The project is also genuinely cross-framework by design, with explicit support for OpenClaw and multiple ACP-compatible coding-agent backends, so Multi-Framework is justified here rather than used as a fallback.